Task 10536432
| Name | ParityModified-1639964748-11170-1-0_0 |
| Workunit | 7871623 |
| Created | 7 Jan 2022, 12:13:20 UTC |
| Sent | 25 Jan 2022, 13:46:00 UTC |
| Report deadline | 2 Feb 2022, 13:46:00 UTC |
| Received | 25 Jan 2022, 23:19:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17991 |
| Run time | 4 hours 4 min 18 sec |
| CPU time | 3 hours 52 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311597 | val_loss: 0.0311888 | Time: 6549.36 ms [2022-01-25 15:28:19 main:574] : INFO : Epoch 1543 | loss: 0.0311618 | val_loss: 0.0311888 | Time: 6508.47 ms [2022-01-25 15:28:25 main:574] : INFO : Epoch 1544 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 6375.78 ms [2022-01-25 15:28:32 main:574] : INFO : Epoch 1545 | loss: 0.0311603 | val_loss: 0.031183 | Time: 6762.44 ms [2022-01-25 15:28:39 main:574] : INFO : Epoch 1546 | loss: 0.031162 | val_loss: 0.0311826 | Time: 6567.64 ms [2022-01-25 15:28:45 main:574] : INFO : Epoch 1547 | loss: 0.0311635 | val_loss: 0.0311849 | Time: 6637.39 ms [2022-01-25 15:28:52 main:574] : INFO : Epoch 1548 | loss: 0.0311634 | val_loss: 0.0311786 | Time: 6480.83 ms [2022-01-25 15:28:58 main:574] : INFO : Epoch 1549 | loss: 0.0311579 | val_loss: 0.0311777 | Time: 6650.06 ms [2022-01-25 15:29:05 main:574] : INFO : Epoch 1550 | loss: 0.0311559 | val_loss: 0.0311805 | Time: 6697.79 ms [2022-01-25 15:29:12 main:574] : INFO : Epoch 1551 | loss: 0.0311565 | val_loss: 0.0311817 | Time: 6533.87 ms [2022-01-25 15:29:18 main:574] : INFO : Epoch 1552 | loss: 0.0311576 | val_loss: 0.0311812 | Time: 6614.77 ms [2022-01-25 15:29:25 main:574] : INFO : Epoch 1553 | loss: 0.0311591 | val_loss: 0.0311791 | Time: 6885.78 ms [2022-01-25 15:29:32 main:574] : INFO : Epoch 1554 | loss: 0.0311582 | val_loss: 0.0311755 | Time: 6626.9 ms [2022-01-25 15:29:38 main:574] : INFO : Epoch 1555 | loss: 0.0311592 | val_loss: 0.0311805 | Time: 6505.42 ms [2022-01-25 15:29:45 main:574] : INFO : Epoch 1556 | loss: 0.0311594 | val_loss: 0.0311799 | Time: 6539.53 ms [2022-01-25 15:29:52 main:574] : INFO : Epoch 1557 | loss: 0.031157 | val_loss: 0.0311792 | Time: 6594.23 ms [2022-01-25 15:29:58 main:574] : INFO : Epoch 1558 | loss: 0.0311562 | val_loss: 0.0311788 | Time: 6490.53 ms [2022-01-25 15:30:05 main:574] : INFO : Epoch 1559 | loss: 0.031157 | val_loss: 0.0311816 | Time: 6615.26 ms [2022-01-25 15:30:11 main:574] : INFO : Epoch 1560 | loss: 0.0311567 | val_loss: 0.0311842 | Time: 6630.32 ms [2022-01-25 15:30:18 main:574] : INFO : Epoch 1561 | loss: 0.0311588 | val_loss: 0.031181 | Time: 6452.08 ms [2022-01-25 15:30:24 main:574] : INFO : Epoch 1562 | loss: 0.0311598 | val_loss: 0.0311829 | Time: 6563.49 ms [2022-01-25 15:30:31 main:574] : INFO : Epoch 1563 | loss: 0.0311657 | val_loss: 0.0311795 | Time: 6766.41 ms [2022-01-25 15:30:38 main:574] : INFO : Epoch 1564 | loss: 0.0311695 | val_loss: 0.0311874 | Time: 6523.19 ms [2022-01-25 15:30:44 main:574] : INFO : Epoch 1565 | loss: 0.0311613 | val_loss: 0.0311821 | Time: 6495.64 ms [2022-01-25 15:30:51 main:574] : INFO : Epoch 1566 | loss: 0.0311591 | val_loss: 0.0311815 | Time: 6647.71 ms [2022-01-25 15:30:57 main:574] : INFO : Epoch 1567 | loss: 0.0311572 | val_loss: 0.0311775 | Time: 6602.61 ms [2022-01-25 15:31:04 main:574] : INFO : Epoch 1568 | loss: 0.0311584 | val_loss: 0.0311815 | Time: 6607.96 ms [2022-01-25 15:31:11 main:574] : INFO : Epoch 1569 | loss: 0.0311578 | val_loss: 0.0311811 | Time: 6582.6 ms [2022-01-25 15:31:17 main:574] : INFO : Epoch 1570 | loss: 0.0311554 | val_loss: 0.0311814 | Time: 6629.5 ms [2022-01-25 15:31:24 main:574] : INFO : Epoch 1571 | loss: 0.0311548 | val_loss: 0.0311828 | Time: 6550.72 ms [2022-01-25 15:31:31 main:574] : INFO : Epoch 1572 | loss: 0.0311553 | val_loss: 0.0311816 | Time: 6602.2 ms [2022-01-25 15:31:37 main:574] : INFO : Epoch 1573 | loss: 0.0311581 | val_loss: 0.0311801 | Time: 6637.09 ms [2022-01-25 15:31:44 main:574] : INFO : Epoch 1574 | loss: 0.031157 | val_loss: 0.0311805 | Time: 6424.75 ms [2022-01-25 15:31:50 main:574] : INFO : Epoch 1575 | loss: 0.0311547 | val_loss: 0.0311786 | Time: 6659.81 ms [2022-01-25 15:31:57 main:574] : INFO : Epoch 1576 | loss: 0.0311582 | val_loss: 0.0311756 | Time: 6507.81 ms [2022-01-25 15:32:03 main:574] : INFO : Epoch 1577 | loss: 0.031156 | val_loss: 0.0311795 | Time: 6357.17 ms [2022-01-25 15:32:10 main:574] : INFO : Epoch 1578 | loss: 0.0311539 | val_loss: 0.0311819 | Time: 6784.06 ms [2022-01-25 15:32:16 main:574] : INFO : Epoch 1579 | loss: 0.031157 | val_loss: 0.0311798 | Time: 6440.94 ms [2022-01-25 15:32:23 main:574] : INFO : Epoch 1580 | loss: 0.0311577 | val_loss: 0.0311836 | Time: 6526.15 ms [2022-01-25 15:32:30 main:574] : INFO : Epoch 1581 | loss: 0.0311569 | val_loss: 0.0311798 | Time: 6802.48 ms [2022-01-25 15:32:37 main:574] : INFO : Epoch 1582 | loss: 0.0311556 | val_loss: 0.0311811 | Time: 6832.31 ms [2022-01-25 15:32:43 main:574] : INFO : Epoch 1583 | loss: 0.0311588 | val_loss: 0.0311815 | Time: 6381.52 ms [2022-01-25 15:32:50 main:574] : INFO : Epoch 1584 | loss: 0.0311655 | val_loss: 0.0311848 | Time: 6538.39 ms [2022-01-25 15:32:56 main:574] : INFO : Epoch 1585 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 6562.52 ms [2022-01-25 15:33:02 main:574] : INFO : Epoch 1586 | loss: 0.031176 | val_loss: 0.0311756 | Time: 5960.1 ms [2022-01-25 15:33:08 main:574] : INFO : Epoch 1587 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 6094.21 ms [2022-01-25 15:33:14 main:574] : INFO : Epoch 1588 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 6019.39 ms [2022-01-25 15:33:20 main:574] : INFO : Epoch 1589 | loss: 0.0311711 | val_loss: 0.0311718 | Time: 5522.01 ms [2022-01-25 15:33:26 main:574] : INFO : Epoch 1590 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 6319.34 ms [2022-01-25 15:33:32 main:574] : INFO : Epoch 1591 | loss: 0.0311683 | val_loss: 0.0311792 | Time: 5867 ms [2022-01-25 15:33:38 main:574] : INFO : Epoch 1592 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 5933.17 ms [2022-01-25 15:33:44 main:574] : INFO : Epoch 1593 | loss: 0.0311645 | val_loss: 0.0311725 | Time: 5595.17 ms [2022-01-25 15:33:50 main:574] : INFO : Epoch 1594 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 6098.83 ms [2022-01-25 15:33:56 main:574] : INFO : Epoch 1595 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 6426.15 ms [2022-01-25 15:34:02 main:574] : INFO : Epoch 1596 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 6004.05 ms [2022-01-25 15:34:08 main:574] : INFO : Epoch 1597 | loss: 0.031163 | val_loss: 0.0311728 | Time: 6107.28 ms [2022-01-25 15:34:14 main:574] : INFO : Epoch 1598 | loss: 0.0311613 | val_loss: 0.0311759 | Time: 5680.48 ms [2022-01-25 15:34:20 main:574] : INFO : Epoch 1599 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 5633.17 ms [2022-01-25 15:34:26 main:574] : INFO : Epoch 1600 | loss: 0.0311596 | val_loss: 0.0311725 | Time: 6341.98 ms [2022-01-25 15:34:32 main:574] : INFO : Epoch 1601 | loss: 0.0311608 | val_loss: 0.031173 | Time: 5616.89 ms [2022-01-25 15:34:37 main:574] : INFO : Epoch 1602 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 5706.05 ms [2022-01-25 15:34:43 main:574] : INFO : Epoch 1603 | loss: 0.0311613 | val_loss: 0.0311731 | Time: 5528.33 ms [2022-01-25 15:34:49 main:574] : INFO : Epoch 1604 | loss: 0.0311603 | val_loss: 0.0311758 | Time: 6011.14 ms [2022-01-25 15:34:55 main:574] : INFO : Epoch 1605 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 5758.91 ms [2022-01-25 15:35:00 main:574] : INFO : Epoch 1606 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 5414.2 ms [2022-01-25 15:35:06 main:574] : INFO : Epoch 1607 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 5732.43 ms [2022-01-25 15:35:12 main:574] : INFO : Epoch 1608 | loss: 0.0311586 | val_loss: 0.0311765 | Time: 5769.42 ms [2022-01-25 15:35:17 main:574] : INFO : Epoch 1609 | loss: 0.0311587 | val_loss: 0.0311809 | Time: 5852.59 ms [2022-01-25 15:35:23 main:574] : INFO : Epoch 1610 | loss: 0.0311597 | val_loss: 0.0311789 | Time: 6010.91 ms [2022-01-25 15:35:29 main:574] : INFO : Epoch 1611 | loss: 0.0311605 | val_loss: 0.031177 | Time: 5883.28 ms [2022-01-25 15:35:36 main:574] : INFO : Epoch 1612 | loss: 0.0311571 | val_loss: 0.0311721 | Time: 6210.08 ms [2022-01-25 15:35:41 main:574] : INFO : Epoch 1613 | loss: 0.0311572 | val_loss: 0.0311727 | Time: 5853.2 ms [2022-01-25 15:35:47 main:574] : INFO : Epoch 1614 | loss: 0.0311576 | val_loss: 0.0311808 | Time: 5961.38 ms [2022-01-25 15:35:53 main:574] : INFO : Epoch 1615 | loss: 0.0311575 | val_loss: 0.0311746 | Time: 5806.94 ms [2022-01-25 15:35:59 main:574] : INFO : Epoch 1616 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 6233.71 ms [2022-01-25 15:36:05 main:574] : INFO : Epoch 1617 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 5813.58 ms [2022-01-25 15:36:11 main:574] : INFO : Epoch 1618 | loss: 0.031159 | val_loss: 0.0311721 | Time: 5915.63 ms [2022-01-25 15:36:17 main:574] : INFO : Epoch 1619 | loss: 0.0311631 | val_loss: 0.0311882 | Time: 6063.56 ms [2022-01-25 15:36:23 main:574] : INFO : Epoch 1620 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 5884.85 ms [2022-01-25 15:36:29 main:574] : INFO : Epoch 1621 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 6159.41 ms [2022-01-25 15:36:35 main:574] : INFO : Epoch 1622 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 5571.53 ms [2022-01-25 15:36:41 main:574] : INFO : Epoch 1623 | loss: 0.0311562 | val_loss: 0.031177 | Time: 5651.02 ms [2022-01-25 15:36:46 main:574] : INFO : Epoch 1624 | loss: 0.0311554 | val_loss: 0.0311743 | Time: 5766.72 ms [2022-01-25 15:36:53 main:574] : INFO : Epoch 1625 | loss: 0.0311554 | val_loss: 0.0311744 | Time: 6153.07 ms [2022-01-25 15:36:58 main:574] : INFO : Epoch 1626 | loss: 0.031155 | val_loss: 0.0311778 | Time: 5779.97 ms [2022-01-25 15:37:04 main:574] : INFO : Epoch 1627 | loss: 0.0311562 | val_loss: 0.0311777 | Time: 5785.27 ms [2022-01-25 15:37:10 main:574] : INFO : Epoch 1628 | loss: 0.0311567 | val_loss: 0.0311738 | Time: 5677.68 ms [2022-01-25 15:37:16 main:574] : INFO : Epoch 1629 | loss: 0.0311562 | val_loss: 0.0311791 | Time: 5797.28 ms [2022-01-25 15:37:22 main:574] : INFO : Epoch 1630 | loss: 0.0311563 | val_loss: 0.0311757 | Time: 6186.07 ms [2022-01-25 15:37:28 main:574] : INFO : Epoch 1631 | loss: 0.0311571 | val_loss: 0.0311767 | Time: 5863.65 ms [2022-01-25 15:37:33 main:574] : INFO : Epoch 1632 | loss: 0.0311569 | val_loss: 0.0311751 | Time: 5725.3 ms [2022-01-25 15:37:40 main:574] : INFO : Epoch 1633 | loss: 0.031159 | val_loss: 0.0311806 | Time: 6116.44 ms [2022-01-25 15:37:46 main:574] : INFO : Epoch 1634 | loss: 0.0311567 | val_loss: 0.0311767 | Time: 6063.09 ms [2022-01-25 15:37:51 main:574] : INFO : Epoch 1635 | loss: 0.0311553 | val_loss: 0.0311748 | Time: 5761.25 ms [2022-01-25 15:37:57 main:574] : INFO : Epoch 1636 | loss: 0.0311557 | val_loss: 0.0311809 | Time: 5780 ms [2022-01-25 15:38:03 main:574] : INFO : Epoch 1637 | loss: 0.0311553 | val_loss: 0.0311753 | Time: 6041.59 ms [2022-01-25 15:38:09 main:574] : INFO : Epoch 1638 | loss: 0.0311532 | val_loss: 0.0311741 | Time: 5829.98 ms [2022-01-25 15:38:15 main:574] : INFO : Epoch 1639 | loss: 0.0311547 | val_loss: 0.0311763 | Time: 5780.3 ms [2022-01-25 15:38:21 main:574] : INFO : Epoch 1640 | loss: 0.0311543 | val_loss: 0.0311756 | Time: 5611.36 ms [2022-01-25 15:38:27 main:574] : INFO : Epoch 1641 | loss: 0.0311547 | val_loss: 0.031176 | Time: 6251.66 ms [2022-01-25 15:38:33 main:574] : INFO : Epoch 1642 | loss: 0.0311558 | val_loss: 0.031179 | Time: 5777.35 ms [2022-01-25 15:38:39 main:574] : INFO : Epoch 1643 | loss: 0.0311553 | val_loss: 0.0311758 | Time: 6482.58 ms [2022-01-25 15:38:46 main:574] : INFO : Epoch 1644 | loss: 0.0311559 | val_loss: 0.0311734 | Time: 6678.95 ms [2022-01-25 15:38:53 main:574] : INFO : Epoch 1645 | loss: 0.0311544 | val_loss: 0.0311756 | Time: 6873.65 ms [2022-01-25 15:38:59 main:574] : INFO : Epoch 1646 | loss: 0.0311539 | val_loss: 0.0311769 | Time: 6616.96 ms [2022-01-25 15:39:06 main:574] : INFO : Epoch 1647 | loss: 0.0311565 | val_loss: 0.031177 | Time: 6705.87 ms [2022-01-25 15:39:13 main:574] : INFO : Epoch 1648 | loss: 0.0311543 | val_loss: 0.0311768 | Time: 6684.73 ms [2022-01-25 15:39:19 main:574] : INFO : Epoch 1649 | loss: 0.031154 | val_loss: 0.0311773 | Time: 6740.02 ms [2022-01-25 15:39:26 main:574] : INFO : Epoch 1650 | loss: 0.0311537 | val_loss: 0.031179 | Time: 6663.22 ms [2022-01-25 15:39:33 main:574] : INFO : Epoch 1651 | loss: 0.0311561 | val_loss: 0.0311801 | Time: 6647.71 ms [2022-01-25 15:39:40 main:574] : INFO : Epoch 1652 | loss: 0.0311561 | val_loss: 0.0311769 | Time: 6417.52 ms [2022-01-25 15:39:46 main:574] : INFO : Epoch 1653 | loss: 0.0311545 | val_loss: 0.0311829 | Time: 6763.72 ms [2022-01-25 15:39:53 main:574] : INFO : Epoch 1654 | loss: 0.031153 | val_loss: 0.0311765 | Time: 6628.83 ms [2022-01-25 15:40:00 main:574] : INFO : Epoch 1655 | loss: 0.0311543 | val_loss: 0.0311784 | Time: 6591.96 ms [2022-01-25 15:40:06 main:574] : INFO : Epoch 1656 | loss: 0.0311547 | val_loss: 0.0311776 | Time: 6467.02 ms [2022-01-25 15:40:13 main:574] : INFO : Epoch 1657 | loss: 0.031155 | val_loss: 0.0311742 | Time: 6523.26 ms [2022-01-25 15:40:19 main:574] : INFO : Epoch 1658 | loss: 0.0311531 | val_loss: 0.0311754 | Time: 6497.66 ms [2022-01-25 15:40:26 main:574] : INFO : Epoch 1659 | loss: 0.0311527 | val_loss: 0.0311779 | Time: 6744.54 ms [2022-01-25 15:40:33 main:574] : INFO : Epoch 1660 | loss: 0.0311579 | val_loss: 0.0311754 | Time: 6736.1 ms [2022-01-25 15:40:39 main:574] : INFO : Epoch 1661 | loss: 0.0311562 | val_loss: 0.0311741 | Time: 6479.07 ms [2022-01-25 15:40:46 main:574] : INFO : Epoch 1662 | loss: 0.0311547 | val_loss: 0.0311745 | Time: 6628.53 ms [2022-01-25 15:40:52 main:574] : INFO : Epoch 1663 | loss: 0.0311531 | val_loss: 0.0311796 | Time: 6569.16 ms [2022-01-25 15:40:59 main:574] : INFO : Epoch 1664 | loss: 0.0311528 | val_loss: 0.0311773 | Time: 6551.62 ms [2022-01-25 15:41:06 main:574] : INFO : Epoch 1665 | loss: 0.0311556 | val_loss: 0.0311737 | Time: 6861.15 ms [2022-01-25 15:41:13 main:574] : INFO : Epoch 1666 | loss: 0.0311549 | val_loss: 0.0311788 | Time: 6818.26 ms [2022-01-25 15:41:19 main:574] : INFO : Epoch 1667 | loss: 0.031157 | val_loss: 0.0311748 | Time: 6658.7 ms [2022-01-25 15:41:26 main:574] : INFO : Epoch 1668 | loss: 0.0311563 | val_loss: 0.0311802 | Time: 6723.06 ms [2022-01-25 15:41:33 main:574] : INFO : Epoch 1669 | loss: 0.0311534 | val_loss: 0.0311737 | Time: 6838.63 ms [2022-01-25 15:41:39 main:574] : INFO : Epoch 1670 | loss: 0.0311532 | val_loss: 0.0311778 | Time: 6573.62 ms [2022-01-25 15:41:46 main:574] : INFO : Epoch 1671 | loss: 0.0311538 | val_loss: 0.0311769 | Time: 6796.59 ms [2022-01-25 15:41:53 main:574] : INFO : Epoch 1672 | loss: 0.0311582 | val_loss: 0.0311851 | Time: 6879.51 ms [2022-01-25 15:42:00 main:574] : INFO : Epoch 1673 | loss: 0.0311559 | val_loss: 0.0311726 | Time: 6415.69 ms [2022-01-25 15:42:06 main:574] : INFO : Epoch 1674 | loss: 0.0311534 | val_loss: 0.0311823 | Time: 6618.96 ms [2022-01-25 15:42:13 main:574] : INFO : Epoch 1675 | loss: 0.0311596 | val_loss: 0.0311894 | Time: 6665.08 ms [2022-01-25 15:42:19 main:574] : INFO : Epoch 1676 | loss: 0.0532612 | val_loss: 0.0447526 | Time: 6440.35 ms [2022-01-25 15:42:26 main:574] : INFO : Epoch 1677 | loss: 0.0543412 | val_loss: 0.0360082 | Time: 6624.54 ms [2022-01-25 15:42:33 main:574] : INFO : Epoch 1678 | loss: 0.0323021 | val_loss: 0.0315949 | Time: 6702.42 ms [2022-01-25 15:42:39 main:574] : INFO : Epoch 1679 | loss: 0.0316154 | val_loss: 0.0313184 | Time: 6427.85 ms [2022-01-25 15:42:46 main:574] : INFO : Epoch 1680 | loss: 0.0313539 | val_loss: 0.0312604 | Time: 6711.64 ms [2022-01-25 15:42:53 main:574] : INFO : Epoch 1681 | loss: 0.0312739 | val_loss: 0.0312582 | Time: 6665.12 ms [2022-01-25 15:42:59 main:574] : INFO : Epoch 1682 | loss: 0.031253 | val_loss: 0.031257 | Time: 6717.7 ms [2022-01-25 15:43:06 main:574] : INFO : Epoch 1683 | loss: 0.0312506 | val_loss: 0.0312484 | Time: 6475.95 ms [2022-01-25 15:43:12 main:574] : INFO : Epoch 1684 | loss: 0.0312487 | val_loss: 0.0312467 | Time: 6680.71 ms [2022-01-25 15:43:19 main:574] : INFO : Epoch 1685 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 6772.68 ms [2022-01-25 15:43:26 main:574] : INFO : Epoch 1686 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 6548.73 ms [2022-01-25 15:43:33 main:574] : INFO : Epoch 1687 | loss: 0.0312436 | val_loss: 0.0312455 | Time: 6728.45 ms [2022-01-25 15:43:39 main:574] : INFO : Epoch 1688 | loss: 0.0312466 | val_loss: 0.0312413 | Time: 6539.9 ms [2022-01-25 15:43:46 main:574] : INFO : Epoch 1689 | loss: 0.031245 | val_loss: 0.0312404 | Time: 6668.45 ms [2022-01-25 15:43:53 main:574] : INFO : Epoch 1690 | loss: 0.031241 | val_loss: 0.0312397 | Time: 6742.22 ms [2022-01-25 15:43:59 main:574] : INFO : Epoch 1691 | loss: 0.0312396 | val_loss: 0.0312386 | Time: 6558.06 ms [2022-01-25 15:44:06 main:574] : INFO : Epoch 1692 | loss: 0.0312403 | val_loss: 0.0312379 | Time: 6633.39 ms [2022-01-25 15:44:12 main:574] : INFO : Epoch 1693 | loss: 0.0312386 | val_loss: 0.031237 | Time: 6680.41 ms [2022-01-25 15:44:19 main:574] : INFO : Epoch 1694 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 6456.31 ms [2022-01-25 15:44:25 main:574] : INFO : Epoch 1695 | loss: 0.0312374 | val_loss: 0.0312357 | Time: 6525.22 ms [2022-01-25 15:44:32 main:574] : INFO : Epoch 1696 | loss: 0.0312359 | val_loss: 0.031235 | Time: 6551.73 ms [2022-01-25 15:44:39 main:574] : INFO : Epoch 1697 | loss: 0.0312352 | val_loss: 0.031235 | Time: 6693.13 ms [2022-01-25 15:44:45 main:574] : INFO : Epoch 1698 | loss: 0.0312352 | val_loss: 0.0312355 | Time: 6717.04 ms [2022-01-25 15:44:52 main:574] : INFO : Epoch 1699 | loss: 0.0312394 | val_loss: 0.031234 | Time: 6620.87 ms [2022-01-25 15:44:59 main:574] : INFO : Epoch 1700 | loss: 0.0312336 | val_loss: 0.0312324 | Time: 6635.33 ms [2022-01-25 15:45:05 main:574] : INFO : Epoch 1701 | loss: 0.0312321 | val_loss: 0.0312328 | Time: 6293.69 ms [2022-01-25 15:45:11 main:574] : INFO : Epoch 1702 | loss: 0.0312319 | val_loss: 0.031235 | Time: 6068.1 ms [2022-01-25 15:45:17 main:574] : INFO : Epoch 1703 | loss: 0.0312308 | val_loss: 0.0312326 | Time: 6056.18 ms [2022-01-25 15:45:24 main:574] : INFO : Epoch 1704 | loss: 0.0312311 | val_loss: 0.0312339 | Time: 6441.35 ms [2022-01-25 15:45:30 main:574] : INFO : Epoch 1705 | loss: 0.0312299 | val_loss: 0.0312294 | Time: 5849.51 ms [2022-01-25 15:45:36 main:574] : INFO : Epoch 1706 | loss: 0.0312296 | val_loss: 0.0312287 | Time: 6206.34 ms [2022-01-25 15:45:42 main:574] : INFO : Epoch 1707 | loss: 0.0312299 | val_loss: 0.031235 | Time: 6136.24 ms [2022-01-25 15:45:48 main:574] : INFO : Epoch 1708 | loss: 0.0312333 | val_loss: 0.0312278 | Time: 5986.47 ms [2022-01-25 15:45:54 main:574] : INFO : Epoch 1709 | loss: 0.0312295 | val_loss: 0.0312284 | Time: 6092.24 ms [2022-01-25 15:46:00 main:574] : INFO : Epoch 1710 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 6008.56 ms [2022-01-25 15:46:06 main:574] : INFO : Epoch 1711 | loss: 0.0312273 | val_loss: 0.0312252 | Time: 6174.68 ms [2022-01-25 15:46:12 main:574] : INFO : Epoch 1712 | loss: 0.031225 | val_loss: 0.0312216 | Time: 5872.77 ms [2022-01-25 15:46:18 main:574] : INFO : Epoch 1713 | loss: 0.0312206 | val_loss: 0.0312146 | Time: 6134.65 ms [2022-01-25 15:46:25 main:574] : INFO : Epoch 1714 | loss: 0.0312173 | val_loss: 0.0312098 | Time: 6256.17 ms [2022-01-25 15:46:31 main:574] : INFO : Epoch 1715 | loss: 0.03121 | val_loss: 0.0312045 | Time: 6035.6 ms [2022-01-25 15:46:37 main:574] : INFO : Epoch 1716 | loss: 0.0312083 | val_loss: 0.0312056 | Time: 6330.71 ms [2022-01-25 15:46:43 main:574] : INFO : Epoch 1717 | loss: 0.0312097 | val_loss: 0.0312046 | Time: 6108.72 ms [2022-01-25 15:46:49 main:574] : INFO : Epoch 1718 | loss: 0.0312103 | val_loss: 0.0312021 | Time: 6038.86 ms [2022-01-25 15:46:55 main:574] : INFO : Epoch 1719 | loss: 0.0312056 | val_loss: 0.031202 | Time: 6039.46 ms [2022-01-25 15:47:01 main:574] : INFO : Epoch 1720 | loss: 0.031208 | val_loss: 0.0312111 | Time: 6021.97 ms [2022-01-25 15:47:07 main:574] : INFO : Epoch 1721 | loss: 0.0312101 | val_loss: 0.0312017 | Time: 6198.84 ms [2022-01-25 15:47:13 main:574] : INFO : Epoch 1722 | loss: 0.0312076 | val_loss: 0.0312039 | Time: 6083.09 ms [2022-01-25 15:47:20 main:574] : INFO : Epoch 1723 | loss: 0.0312058 | val_loss: 0.0312049 | Time: 6278.48 ms [2022-01-25 15:47:26 main:574] : INFO : Epoch 1724 | loss: 0.031206 | val_loss: 0.0311991 | Time: 6341.4 ms [2022-01-25 15:47:32 main:574] : INFO : Epoch 1725 | loss: 0.0312053 | val_loss: 0.0312088 | Time: 5964.07 ms [2022-01-25 15:47:38 main:574] : INFO : Epoch 1726 | loss: 0.0312028 | val_loss: 0.0311984 | Time: 6109.32 ms [2022-01-25 15:47:44 main:574] : INFO : Epoch 1727 | loss: 0.0312052 | val_loss: 0.0311997 | Time: 6078.9 ms [2022-01-25 15:47:50 main:574] : INFO : Epoch 1728 | loss: 0.0312049 | val_loss: 0.031199 | Time: 6174.12 ms [2022-01-25 15:47:57 main:574] : INFO : Epoch 1729 | loss: 0.0312028 | val_loss: 0.031197 | Time: 6320.8 ms [2022-01-25 15:48:03 main:574] : INFO : Epoch 1730 | loss: 0.0312019 | val_loss: 0.0311971 | Time: 6185.81 ms [2022-01-25 15:48:09 main:574] : INFO : Epoch 1731 | loss: 0.0312072 | val_loss: 0.0311996 | Time: 6164.66 ms [2022-01-25 15:48:15 main:574] : INFO : Epoch 1732 | loss: 0.0312047 | val_loss: 0.0311991 | Time: 6032.16 ms [2022-01-25 15:48:21 main:574] : INFO : Epoch 1733 | loss: 0.0312034 | val_loss: 0.0311974 | Time: 6015.39 ms [2022-01-25 15:48:27 main:574] : INFO : Epoch 1734 | loss: 0.0312056 | val_loss: 0.0311961 | Time: 6061.48 ms [2022-01-25 15:48:33 main:574] : INFO : Epoch 1735 | loss: 0.0312002 | val_loss: 0.0311964 | Time: 5183.25 ms [2022-01-25 15:48:39 main:574] : INFO : Epoch 1736 | loss: 0.0312039 | val_loss: 0.031196 | Time: 6031.91 ms [2022-01-25 15:48:44 main:574] : INFO : Epoch 1737 | loss: 0.0312043 | val_loss: 0.0311959 | Time: 5462.75 ms [2022-01-25 15:48:49 main:574] : INFO : Epoch 1738 | loss: 0.031209 | val_loss: 0.0311968 | Time: 5272.27 ms [2022-01-25 15:48:55 main:574] : INFO : Epoch 1739 | loss: 0.0312012 | val_loss: 0.0311963 | Time: 5552.57 ms [2022-01-25 15:49:05 main:574] : INFO : Epoch 1740 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 10412 ms [2022-01-25 15:49:12 main:574] : INFO : Epoch 1741 | loss: 0.0312003 | val_loss: 0.031196 | Time: 6901 ms [2022-01-25 15:49:19 main:574] : INFO : Epoch 1742 | loss: 0.0311986 | val_loss: 0.0311963 | Time: 6472.92 ms [2022-01-25 15:49:25 main:574] : INFO : Epoch 1743 | loss: 0.0312014 | val_loss: 0.0311948 | Time: 6458.9 ms [2022-01-25 15:49:32 main:574] : INFO : Epoch 1744 | loss: 0.0312062 | val_loss: 0.0311975 | Time: 6331.2 ms [2022-01-25 15:49:38 main:574] : INFO : Epoch 1745 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 6357.35 ms [2022-01-25 15:49:44 main:574] : INFO : Epoch 1746 | loss: 0.0311996 | val_loss: 0.0311968 | Time: 6146.35 ms [2022-01-25 15:49:51 main:574] : INFO : Epoch 1747 | loss: 0.0311986 | val_loss: 0.0311953 | Time: 6195.09 ms [2022-01-25 15:49:57 main:574] : INFO : Epoch 1748 | loss: 0.0312012 | val_loss: 0.0311971 | Time: 6275.29 ms [2022-01-25 15:50:03 main:574] : INFO : Epoch 1749 | loss: 0.031199 | val_loss: 0.0311951 | Time: 6094.95 ms [2022-01-25 15:50:09 main:574] : INFO : Epoch 1750 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 6314.98 ms [2022-01-25 15:50:16 main:574] : INFO : Epoch 1751 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 6396.76 ms [2022-01-25 15:50:22 main:574] : INFO : Epoch 1752 | loss: 0.0312035 | val_loss: 0.0311932 | Time: 6422.61 ms [2022-01-25 15:50:29 main:574] : INFO : Epoch 1753 | loss: 0.0312035 | val_loss: 0.0311943 | Time: 5947.98 ms [2022-01-25 15:50:35 main:574] : INFO : Epoch 1754 | loss: 0.0312009 | val_loss: 0.0311935 | Time: 6053.11 ms [2022-01-25 15:50:41 main:574] : INFO : Epoch 1755 | loss: 0.0311978 | val_loss: 0.0311986 | Time: 5780.81 ms [2022-01-25 15:50:47 main:574] : INFO : Epoch 1756 | loss: 0.0311968 | val_loss: 0.0311907 | Time: 5943.13 ms [2022-01-25 15:50:53 main:574] : INFO : Epoch 1757 | loss: 0.0311951 | val_loss: 0.0311899 | Time: 6041.54 ms [2022-01-25 15:50:59 main:574] : INFO : Epoch 1758 | loss: 0.031195 | val_loss: 0.0311939 | Time: 6080.86 ms [2022-01-25 15:51:05 main:574] : INFO : Epoch 1759 | loss: 0.0311978 | val_loss: 0.0311977 | Time: 5945.39 ms [2022-01-25 15:51:11 main:574] : INFO : Epoch 1760 | loss: 0.0312052 | val_loss: 0.0311911 | Time: 5954.72 ms [2022-01-25 15:51:17 main:574] : INFO : Epoch 1761 | loss: 0.031199 | val_loss: 0.0311882 | Time: 6060.34 ms [2022-01-25 15:51:24 main:574] : INFO : Epoch 1762 | loss: 0.0311944 | val_loss: 0.0311868 | Time: 6123.27 ms [2022-01-25 15:51:30 main:574] : INFO : Epoch 1763 | loss: 0.0311916 | val_loss: 0.0311871 | Time: 6147.5 ms [2022-01-25 15:51:36 main:574] : INFO : Epoch 1764 | loss: 0.0311924 | val_loss: 0.0311877 | Time: 6084.66 ms [2022-01-25 15:51:42 main:574] : INFO : Epoch 1765 | loss: 0.0311968 | val_loss: 0.031187 | Time: 6165.01 ms [2022-01-25 15:51:48 main:574] : INFO : Epoch 1766 | loss: 0.031192 | val_loss: 0.0311882 | Time: 6117.27 ms [2022-01-25 15:51:55 main:574] : INFO : Epoch 1767 | loss: 0.0311958 | val_loss: 0.0311859 | Time: 6389.1 ms [2022-01-25 15:52:01 main:574] : INFO : Epoch 1768 | loss: 0.0311915 | val_loss: 0.0311862 | Time: 5970.62 ms [2022-01-25 15:52:07 main:574] : INFO : Epoch 1769 | loss: 0.0311902 | val_loss: 0.031188 | Time: 5860.49 ms [2022-01-25 15:52:13 main:574] : INFO : Epoch 1770 | loss: 0.0311904 | val_loss: 0.0311862 | Time: 6490.64 ms [2022-01-25 15:52:20 main:574] : INFO : Epoch 1771 | loss: 0.0311909 | val_loss: 0.0311852 | Time: 6022.35 ms [2022-01-25 15:52:26 main:574] : INFO : Epoch 1772 | loss: 0.0312 | val_loss: 0.0311902 | Time: 5842.11 ms [2022-01-25 15:52:32 main:574] : INFO : Epoch 1773 | loss: 0.0311991 | val_loss: 0.0311973 | Time: 6079.39 ms [2022-01-25 15:52:37 main:574] : INFO : Epoch 1774 | loss: 0.0311901 | val_loss: 0.0311922 | Time: 5818.88 ms [2022-01-25 15:52:44 main:574] : INFO : Epoch 1775 | loss: 0.031191 | val_loss: 0.0311848 | Time: 6014.69 ms [2022-01-25 15:52:50 main:574] : INFO : Epoch 1776 | loss: 0.0311916 | val_loss: 0.0312057 | Time: 6006.65 ms [2022-01-25 15:52:56 main:574] : INFO : Epoch 1777 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 6057.19 ms [2022-01-25 15:53:02 main:574] : INFO : Epoch 1778 | loss: 0.031193 | val_loss: 0.0311838 | Time: 6201.8 ms [2022-01-25 15:53:08 main:574] : INFO : Epoch 1779 | loss: 0.0311893 | val_loss: 0.0311836 | Time: 6254.83 ms [2022-01-25 15:53:14 main:574] : INFO : Epoch 1780 | loss: 0.0311887 | val_loss: 0.0311873 | Time: 6103.24 ms [2022-01-25 15:53:20 main:574] : INFO : Epoch 1781 | loss: 0.0311936 | val_loss: 0.0311892 | Time: 5875.43 ms [2022-01-25 15:53:26 main:574] : INFO : Epoch 1782 | loss: 0.0311936 | val_loss: 0.0311888 | Time: 5941.42 ms [2022-01-25 15:53:32 main:574] : INFO : Epoch 1783 | loss: 0.031191 | val_loss: 0.0311841 | Time: 6009.24 ms [2022-01-25 15:53:38 main:574] : INFO : Epoch 1784 | loss: 0.0311882 | val_loss: 0.0311837 | Time: 5908.01 ms [2022-01-25 15:53:44 main:574] : INFO : Epoch 1785 | loss: 0.0311871 | val_loss: 0.0311838 | Time: 6241.43 ms [2022-01-25 15:53:51 main:574] : INFO : Epoch 1786 | loss: 0.0311889 | val_loss: 0.0311964 | Time: 6444.76 ms [2022-01-25 15:53:57 main:574] : INFO : Epoch 1787 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 6105.84 ms [2022-01-25 15:54:03 main:574] : INFO : Epoch 1788 | loss: 0.031193 | val_loss: 0.0311947 | Time: 6029.06 ms [2022-01-25 15:54:09 main:574] : INFO : Epoch 1789 | loss: 0.0311928 | val_loss: 0.0311834 | Time: 6051.33 ms [2022-01-25 15:54:15 main:574] : INFO : Epoch 1790 | loss: 0.0311885 | val_loss: 0.0311852 | Time: 6037.68 ms [2022-01-25 15:54:21 main:574] : INFO : Epoch 1791 | loss: 0.0311875 | val_loss: 0.0311835 | Time: 6050.66 ms [2022-01-25 15:54:27 main:574] : INFO : Epoch 1792 | loss: 0.0311921 | val_loss: 0.0311855 | Time: 6083.45 ms [2022-01-25 15:54:33 main:574] : INFO : Epoch 1793 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 6038.39 ms [2022-01-25 15:54:39 main:574] : INFO : Epoch 1794 | loss: 0.0311909 | val_loss: 0.0311887 | Time: 5959.07 ms [2022-01-25 15:54:45 main:574] : INFO : Epoch 1795 | loss: 0.0311875 | val_loss: 0.0311836 | Time: 5991.7 ms [2022-01-25 15:54:51 main:574] : INFO : Epoch 1796 | loss: 0.0311861 | val_loss: 0.0311853 | Time: 5916.25 ms [2022-01-25 15:54:57 main:574] : INFO : Epoch 1797 | loss: 0.0311878 | val_loss: 0.031184 | Time: 6072.96 ms [2022-01-25 15:55:03 main:574] : INFO : Epoch 1798 | loss: 0.031187 | val_loss: 0.0311956 | Time: 5918.78 ms [2022-01-25 15:55:09 main:574] : INFO : Epoch 1799 | loss: 0.0311869 | val_loss: 0.0311826 | Time: 6000.02 ms [2022-01-25 15:55:15 main:574] : INFO : Epoch 1800 | loss: 0.0311851 | val_loss: 0.0311819 | Time: 6024.44 ms [2022-01-25 15:55:22 main:574] : INFO : Epoch 1801 | loss: 0.0311876 | val_loss: 0.0311875 | Time: 6250.71 ms [2022-01-25 15:55:27 main:574] : INFO : Epoch 1802 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 5780.48 ms [2022-01-25 15:55:33 main:574] : INFO : Epoch 1803 | loss: 0.0311862 | val_loss: 0.0311873 | Time: 6124.21 ms [2022-01-25 15:55:39 main:574] : INFO : Epoch 1804 | loss: 0.0311905 | val_loss: 0.0311823 | Time: 5954.25 ms [2022-01-25 15:55:46 main:574] : INFO : Epoch 1805 | loss: 0.031188 | val_loss: 0.0311822 | Time: 6258.58 ms [2022-01-25 15:55:52 main:574] : INFO : Epoch 1806 | loss: 0.031191 | val_loss: 0.0311821 | Time: 6362.27 ms [2022-01-25 15:55:58 main:574] : INFO : Epoch 1807 | loss: 0.0311886 | val_loss: 0.0311879 | Time: 6019.4 ms [2022-01-25 15:56:04 main:574] : INFO : Epoch 1808 | loss: 0.031189 | val_loss: 0.0311884 | Time: 6064.98 ms [2022-01-25 15:56:10 main:574] : INFO : Epoch 1809 | loss: 0.0311845 | val_loss: 0.0311819 | Time: 5988.68 ms [2022-01-25 15:56:16 main:574] : INFO : Epoch 1810 | loss: 0.0311874 | val_loss: 0.0311836 | Time: 5773.08 ms [2022-01-25 15:56:22 main:574] : INFO : Epoch 1811 | loss: 0.0311884 | val_loss: 0.0311823 | Time: 5815.82 ms [2022-01-25 15:56:28 main:574] : INFO : Epoch 1812 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 5949.86 ms [2022-01-25 15:56:34 main:574] : INFO : Epoch 1813 | loss: 0.0311865 | val_loss: 0.0311841 | Time: 5757.41 ms [2022-01-25 15:56:40 main:574] : INFO : Epoch 1814 | loss: 0.0311849 | val_loss: 0.0311815 | Time: 6074.91 ms [2022-01-25 15:56:46 main:574] : INFO : Epoch 1815 | loss: 0.0311846 | val_loss: 0.0311815 | Time: 5951.55 ms [2022-01-25 15:56:52 main:574] : INFO : Epoch 1816 | loss: 0.0311851 | val_loss: 0.0311975 | Time: 6330.88 ms [2022-01-25 15:56:58 main:574] : INFO : Epoch 1817 | loss: 0.0311898 | val_loss: 0.0311875 | Time: 5976.8 ms [2022-01-25 15:57:04 main:574] : INFO : Epoch 1818 | loss: 0.0311903 | val_loss: 0.0311815 | Time: 6021.62 ms [2022-01-25 15:57:10 main:574] : INFO : Epoch 1819 | loss: 0.0311843 | val_loss: 0.0311818 | Time: 6103.54 ms [2022-01-25 15:57:16 main:574] : INFO : Epoch 1820 | loss: 0.031185 | val_loss: 0.0311821 | Time: 6084.87 ms [2022-01-25 15:57:22 main:574] : INFO : Epoch 1821 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 5908.16 ms [2022-01-25 15:57:28 main:574] : INFO : Epoch 1822 | loss: 0.0311843 | val_loss: 0.0311819 | Time: 6091.01 ms [2022-01-25 15:57:34 main:574] : INFO : Epoch 1823 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 5972.67 ms [2022-01-25 15:57:40 main:574] : INFO : Epoch 1824 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 6108.58 ms [2022-01-25 15:57:46 main:574] : INFO : Epoch 1825 | loss: 0.0311852 | val_loss: 0.0311821 | Time: 5871.73 ms [2022-01-25 15:57:53 main:574] : INFO : Epoch 1826 | loss: 0.0311928 | val_loss: 0.0311858 | Time: 6336.66 ms [2022-01-25 15:57:59 main:574] : INFO : Epoch 1827 | loss: 0.0311904 | val_loss: 0.0311837 | Time: 6261.53 ms [2022-01-25 15:58:05 main:574] : INFO : Epoch 1828 | loss: 0.0311836 | val_loss: 0.0311814 | Time: 5979.8 ms [2022-01-25 15:58:11 main:574] : INFO : Epoch 1829 | loss: 0.0311844 | val_loss: 0.0311819 | Time: 5942.89 ms [2022-01-25 15:58:17 main:574] : INFO : Epoch 1830 | loss: 0.031183 | val_loss: 0.0311834 | Time: 6068.08 ms [2022-01-25 15:58:23 main:574] : INFO : Epoch 1831 | loss: 0.0311845 | val_loss: 0.0311822 | Time: 6109.9 ms [2022-01-25 15:58:29 main:574] : INFO : Epoch 1832 | loss: 0.0311865 | val_loss: 0.031181 | Time: 6119.68 ms [2022-01-25 15:58:35 main:574] : INFO : Epoch 1833 | loss: 0.0311851 | val_loss: 0.0311915 | Time: 5952.13 ms [2022-01-25 15:58:41 main:574] : INFO : Epoch 1834 | loss: 0.0311953 | val_loss: 0.0311853 | Time: 5972.61 ms [2022-01-25 15:58:47 main:574] : INFO : Epoch 1835 | loss: 0.0311926 | val_loss: 0.0311827 | Time: 6100.63 ms [2022-01-25 15:58:53 main:574] : INFO : Epoch 1836 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 5963.04 ms [2022-01-25 15:58:59 main:574] : INFO : Epoch 1837 | loss: 0.0311887 | val_loss: 0.0311845 | Time: 6013.99 ms [2022-01-25 15:59:05 main:574] : INFO : Epoch 1838 | loss: 0.0311847 | val_loss: 0.0311889 | Time: 6019.99 ms [2022-01-25 15:59:11 main:574] : INFO : Epoch 1839 | loss: 0.0311861 | val_loss: 0.0311892 | Time: 6021.04 ms [2022-01-25 15:59:18 main:574] : INFO : Epoch 1840 | loss: 0.0311878 | val_loss: 0.0311952 | Time: 6480.47 ms [2022-01-25 15:59:23 main:574] : INFO : Epoch 1841 | loss: 0.0311885 | val_loss: 0.0312114 | Time: 5096.03 ms [2022-01-25 15:59:28 main:574] : INFO : Epoch 1842 | loss: 0.0311943 | val_loss: 0.0312026 | Time: 5251.14 ms [2022-01-25 15:59:33 main:574] : INFO : Epoch 1843 | loss: 0.0311871 | val_loss: 0.0311872 | Time: 4816.09 ms [2022-01-25 15:59:38 main:574] : INFO : Epoch 1844 | loss: 0.0311851 | val_loss: 0.0311814 | Time: 4826.74 ms [2022-01-25 15:59:43 main:574] : INFO : Epoch 1845 | loss: 0.0311828 | val_loss: 0.0311832 | Time: 5094.73 ms [2022-01-25 15:59:48 main:574] : INFO : Epoch 1846 | loss: 0.0311863 | val_loss: 0.0311923 | Time: 5235.72 ms [2022-01-25 15:59:53 main:574] : INFO : Epoch 1847 | loss: 0.0311905 | val_loss: 0.0311833 | Time: 5004.22 ms [2022-01-25 15:59:59 main:574] : INFO : Epoch 1848 | loss: 0.0311851 | val_loss: 0.0311825 | Time: 5424.78 ms [2022-01-25 16:00:04 main:574] : INFO : Epoch 1849 | loss: 0.0311859 | val_loss: 0.0311854 | Time: 4985.97 ms [2022-01-25 16:00:09 main:574] : INFO : Epoch 1850 | loss: 0.0311877 | val_loss: 0.0311823 | Time: 5462.81 ms [2022-01-25 16:00:14 main:574] : INFO : Epoch 1851 | loss: 0.0311846 | val_loss: 0.0311823 | Time: 5121.03 ms [2022-01-25 16:00:20 main:574] : INFO : Epoch 1852 | loss: 0.0311823 | val_loss: 0.0311903 | Time: 5720.99 ms [2022-01-25 16:00:26 main:574] : INFO : Epoch 1853 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 5946.32 ms [2022-01-25 16:00:31 main:574] : INFO : Epoch 1854 | loss: 0.0311865 | val_loss: 0.031182 | Time: 4821.4 ms [2022-01-25 16:00:35 main:574] : INFO : Epoch 1855 | loss: 0.0311827 | val_loss: 0.0311814 | Time: 4668.23 ms [2022-01-25 16:00:41 main:574] : INFO : Epoch 1856 | loss: 0.031183 | val_loss: 0.0311891 | Time: 5207.2 ms [2022-01-25 16:00:45 main:574] : INFO : Epoch 1857 | loss: 0.0311913 | val_loss: 0.031182 | Time: 4802.94 ms [2022-01-25 16:00:50 main:574] : INFO : Epoch 1858 | loss: 0.0311817 | val_loss: 0.0311894 | Time: 4975.71 ms [2022-01-25 16:00:55 main:574] : INFO : Epoch 1859 | loss: 0.0311827 | val_loss: 0.0311817 | Time: 4910.67 ms [2022-01-25 16:01:00 main:574] : INFO : Epoch 1860 | loss: 0.0311832 | val_loss: 0.031182 | Time: 4878.85 ms [2022-01-25 16:01:06 main:574] : INFO : Epoch 1861 | loss: 0.031189 | val_loss: 0.0312008 | Time: 5745.23 ms [2022-01-25 16:01:11 main:574] : INFO : Epoch 1862 | loss: 0.031194 | val_loss: 0.0311985 | Time: 5354.5 ms [2022-01-25 16:01:17 main:574] : INFO : Epoch 1863 | loss: 0.0311909 | val_loss: 0.0311865 | Time: 5388.52 ms [2022-01-25 16:01:22 main:574] : INFO : Epoch 1864 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 5385.94 ms [2022-01-25 16:01:27 main:574] : INFO : Epoch 1865 | loss: 0.031181 | val_loss: 0.0311867 | Time: 5186.86 ms [2022-01-25 16:01:32 main:574] : INFO : Epoch 1866 | loss: 0.0311835 | val_loss: 0.031181 | Time: 4632.26 ms [2022-01-25 16:01:37 main:574] : INFO : Epoch 1867 | loss: 0.0311809 | val_loss: 0.0311826 | Time: 5472.1 ms [2022-01-25 16:01:43 main:574] : INFO : Epoch 1868 | loss: 0.0311808 | val_loss: 0.0311815 | Time: 5645.36 ms [2022-01-25 16:01:48 main:574] : INFO : Epoch 1869 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 5251.2 ms [2022-01-25 16:01:54 main:574] : INFO : Epoch 1870 | loss: 0.031181 | val_loss: 0.0311861 | Time: 5129.81 ms [2022-01-25 16:01:59 main:574] : INFO : Epoch 1871 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 5269.35 ms [2022-01-25 16:02:04 main:574] : INFO : Epoch 1872 | loss: 0.031183 | val_loss: 0.0311847 | Time: 5358.81 ms [2022-01-25 16:02:10 main:574] : INFO : Epoch 1873 | loss: 0.0311815 | val_loss: 0.0311811 | Time: 5543.16 ms [2022-01-25 16:02:15 main:574] : INFO : Epoch 1874 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 5179.91 ms [2022-01-25 16:02:20 main:574] : INFO : Epoch 1875 | loss: 0.0311806 | val_loss: 0.0311921 | Time: 5324.05 ms [2022-01-25 16:02:26 main:574] : INFO : Epoch 1876 | loss: 0.0311827 | val_loss: 0.0311963 | Time: 5259.32 ms [2022-01-25 16:02:31 main:574] : INFO : Epoch 1877 | loss: 0.0311881 | val_loss: 0.0311873 | Time: 5218.64 ms [2022-01-25 16:02:36 main:574] : INFO : Epoch 1878 | loss: 0.0311813 | val_loss: 0.031182 | Time: 5108.86 ms [2022-01-25 16:02:41 main:574] : INFO : Epoch 1879 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 5470.49 ms [2022-01-25 16:02:47 main:574] : INFO : Epoch 1880 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 5547.76 ms [2022-01-25 16:02:52 main:574] : INFO : Epoch 1881 | loss: 0.0311795 | val_loss: 0.0311807 | Time: 5257.28 ms [2022-01-25 16:02:57 main:574] : INFO : Epoch 1882 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 4978.11 ms [2022-01-25 16:03:03 main:574] : INFO : Epoch 1883 | loss: 0.0311818 | val_loss: 0.0311855 | Time: 5352.55 ms [2022-01-25 16:03:08 main:574] : INFO : Epoch 1884 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 5277.44 ms [2022-01-25 16:03:13 main:574] : INFO : Epoch 1885 | loss: 0.0311873 | val_loss: 0.0312022 | Time: 5120.23 ms [2022-01-25 16:03:17 main:574] : INFO : Epoch 1886 | loss: 0.0311827 | val_loss: 0.0311831 | Time: 4473.32 ms [2022-01-25 16:03:23 main:574] : INFO : Epoch 1887 | loss: 0.03118 | val_loss: 0.0311825 | Time: 5114.74 ms [2022-01-25 16:03:27 main:574] : INFO : Epoch 1888 | loss: 0.031179 | val_loss: 0.0311848 | Time: 4916.51 ms [2022-01-25 16:03:32 main:574] : INFO : Epoch 1889 | loss: 0.0311813 | val_loss: 0.0311909 | Time: 4907.94 ms [2022-01-25 16:03:38 main:574] : INFO : Epoch 1890 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 5504.57 ms [2022-01-25 16:03:43 main:574] : INFO : Epoch 1891 | loss: 0.0311838 | val_loss: 0.0311824 | Time: 5109.62 ms [2022-01-25 16:03:48 main:574] : INFO : Epoch 1892 | loss: 0.0311803 | val_loss: 0.0311807 | Time: 5052.83 ms [2022-01-25 16:03:53 main:574] : INFO : Epoch 1893 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 5061.52 ms [2022-01-25 16:03:59 main:574] : INFO : Epoch 1894 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 5325.74 ms [2022-01-25 16:04:05 main:574] : INFO : Epoch 1895 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 6089.06 ms [2022-01-25 16:04:11 main:574] : INFO : Epoch 1896 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 6126.88 ms [2022-01-25 16:04:17 main:574] : INFO : Epoch 1897 | loss: 0.0311821 | val_loss: 0.0311804 | Time: 6117.03 ms [2022-01-25 16:04:23 main:574] : INFO : Epoch 1898 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 6361.18 ms [2022-01-25 16:04:29 main:574] : INFO : Epoch 1899 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 5858.35 ms [2022-01-25 16:04:35 main:574] : INFO : Epoch 1900 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 5901.75 ms [2022-01-25 16:04:41 main:574] : INFO : Epoch 1901 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 6363.25 ms [2022-01-25 16:04:47 main:574] : INFO : Epoch 1902 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 6028.29 ms [2022-01-25 16:04:54 main:574] : INFO : Epoch 1903 | loss: 0.03118 | val_loss: 0.031184 | Time: 6131.17 ms [2022-01-25 16:05:00 main:574] : INFO : Epoch 1904 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 6196.9 ms [2022-01-25 16:05:06 main:574] : INFO : Epoch 1905 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 6017.47 ms [2022-01-25 16:05:12 main:574] : INFO : Epoch 1906 | loss: 0.0311797 | val_loss: 0.0311899 | Time: 5943.22 ms [2022-01-25 16:05:18 main:574] : INFO : Epoch 1907 | loss: 0.0311829 | val_loss: 0.0311856 | Time: 6001.54 ms [2022-01-25 16:05:24 main:574] : INFO : Epoch 1908 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 6207.99 ms [2022-01-25 16:05:30 main:574] : INFO : Epoch 1909 | loss: 0.0311789 | val_loss: 0.0312029 | Time: 6076.65 ms [2022-01-25 16:05:36 main:574] : INFO : Epoch 1910 | loss: 0.0311848 | val_loss: 0.0311806 | Time: 6330.21 ms [2022-01-25 16:05:43 main:574] : INFO : Epoch 1911 | loss: 0.0311808 | val_loss: 0.031185 | Time: 6082.51 ms [2022-01-25 16:05:49 main:574] : INFO : Epoch 1912 | loss: 0.031178 | val_loss: 0.0311808 | Time: 6111.12 ms [2022-01-25 16:05:55 main:574] : INFO : Epoch 1913 | loss: 0.0311802 | val_loss: 0.0311789 | Time: 5836.22 ms [2022-01-25 16:06:00 main:574] : INFO : Epoch 1914 | loss: 0.0311793 | val_loss: 0.0311856 | Time: 5776.88 ms [2022-01-25 16:06:06 main:574] : INFO : Epoch 1915 | loss: 0.0311803 | val_loss: 0.03118 | Time: 5953.77 ms [2022-01-25 16:06:12 main:574] : INFO : Epoch 1916 | loss: 0.0311804 | val_loss: 0.031185 | Time: 6136.94 ms [2022-01-25 16:06:19 main:574] : INFO : Epoch 1917 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 6183.76 ms [2022-01-25 16:06:25 main:574] : INFO : Epoch 1918 | loss: 0.0311776 | val_loss: 0.0311863 | Time: 5936.08 ms [2022-01-25 16:06:31 main:574] : INFO : Epoch 1919 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 6241.13 ms [2022-01-25 16:06:37 main:574] : INFO : Epoch 1920 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 5928.69 ms [2022-01-25 16:06:43 main:574] : INFO : Epoch 1921 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 6020.6 ms [2022-01-25 16:06:49 main:574] : INFO : Epoch 1922 | loss: 0.0311802 | val_loss: 0.0311852 | Time: 5975.65 ms [2022-01-25 16:06:55 main:574] : INFO : Epoch 1923 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 6099.63 ms [2022-01-25 16:07:01 main:574] : INFO : Epoch 1924 | loss: 0.031175 | val_loss: 0.0311814 | Time: 6077.09 ms [2022-01-25 16:07:07 main:574] : INFO : Epoch 1925 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 5888.96 ms [2022-01-25 16:07:13 main:574] : INFO : Epoch 1926 | loss: 0.0311764 | val_loss: 0.03118 | Time: 6128.93 ms [2022-01-25 16:07:20 main:574] : INFO : Epoch 1927 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 6597.99 ms [2022-01-25 16:07:26 main:574] : INFO : Epoch 1928 | loss: 0.0311755 | val_loss: 0.0311832 | Time: 6041.54 ms [2022-01-25 16:07:32 main:574] : INFO : Epoch 1929 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 5900.07 ms [2022-01-25 16:07:38 main:574] : INFO : Epoch 1930 | loss: 0.0311767 | val_loss: 0.0311782 | Time: 5978.91 ms [2022-01-25 16:07:44 main:574] : INFO : Epoch 1931 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 6114.02 ms [2022-01-25 16:07:50 main:574] : INFO : Epoch 1932 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 6125.37 ms [2022-01-25 16:07:56 main:574] : INFO : Epoch 1933 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 6021.14 ms [2022-01-25 16:08:02 main:574] : INFO : Epoch 1934 | loss: 0.0311816 | val_loss: 0.0311822 | Time: 6025.59 ms [2022-01-25 16:08:08 main:574] : INFO : Epoch 1935 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 5939.11 ms [2022-01-25 16:08:14 main:574] : INFO : Epoch 1936 | loss: 0.0311835 | val_loss: 0.0311796 | Time: 6235.27 ms [2022-01-25 16:08:20 main:574] : INFO : Epoch 1937 | loss: 0.0311769 | val_loss: 0.0311786 | Time: 6109.27 ms [2022-01-25 16:08:27 main:574] : INFO : Epoch 1938 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 6292.9 ms [2022-01-25 16:08:33 main:574] : INFO : Epoch 1939 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 6179.01 ms [2022-01-25 16:08:39 main:574] : INFO : Epoch 1940 | loss: 0.0311753 | val_loss: 0.031178 | Time: 6057.28 ms [2022-01-25 16:08:45 main:574] : INFO : Epoch 1941 | loss: 0.0311868 | val_loss: 0.0311939 | Time: 6075.7 ms [2022-01-25 16:08:51 main:574] : INFO : Epoch 1942 | loss: 0.0311835 | val_loss: 0.0311806 | Time: 5997.56 ms [2022-01-25 16:08:57 main:574] : INFO : Epoch 1943 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 6086.24 ms [2022-01-25 16:09:03 main:574] : INFO : Epoch 1944 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 6122.35 ms [2022-01-25 16:09:09 main:574] : INFO : Epoch 1945 | loss: 0.0311778 | val_loss: 0.0311789 | Time: 6218.01 ms [2022-01-25 16:09:16 main:574] : INFO : Epoch 1946 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 6127.32 ms [2022-01-25 16:09:22 main:574] : INFO : Epoch 1947 | loss: 0.0311749 | val_loss: 0.0311938 | Time: 6018.27 ms [2022-01-25 16:09:28 main:574] : INFO : Epoch 1948 | loss: 0.0311804 | val_loss: 0.0311781 | Time: 6069.08 ms [2022-01-25 16:09:34 main:574] : INFO : Epoch 1949 | loss: 0.0311808 | val_loss: 0.0311792 | Time: 6110.71 ms [2022-01-25 16:09:40 main:574] : INFO : Epoch 1950 | loss: 0.0311785 | val_loss: 0.0311917 | Time: 5942.62 ms [2022-01-25 16:09:46 main:574] : INFO : Epoch 1951 | loss: 0.0311802 | val_loss: 0.0311785 | Time: 6423.56 ms [2022-01-25 16:09:52 main:574] : INFO : Epoch 1952 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 5803.58 ms [2022-01-25 16:09:58 main:574] : INFO : Epoch 1953 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 5988.73 ms [2022-01-25 16:10:04 main:574] : INFO : Epoch 1954 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 5961.75 ms [2022-01-25 16:10:10 main:574] : INFO : Epoch 1955 | loss: 0.0311755 | val_loss: 0.0311875 | Time: 6079.79 ms [2022-01-25 16:10:16 main:574] : INFO : Epoch 1956 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 5884.02 ms [2022-01-25 16:10:22 main:574] : INFO : Epoch 1957 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 6017.49 ms [2022-01-25 16:10:28 main:574] : INFO : Epoch 1958 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 5960.8 ms [2022-01-25 16:10:34 main:574] : INFO : Epoch 1959 | loss: 0.0311781 | val_loss: 0.031189 | Time: 6057.08 ms [2022-01-25 16:10:40 main:574] : INFO : Epoch 1960 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 5989.12 ms [2022-01-25 16:10:46 main:574] : INFO : Epoch 1961 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 6138.47 ms [2022-01-25 16:10:52 main:574] : INFO : Epoch 1962 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 6034.54 ms [2022-01-25 16:10:58 main:574] : INFO : Epoch 1963 | loss: 0.0311748 | val_loss: 0.031183 | Time: 6109.72 ms [2022-01-25 16:11:05 main:574] : INFO : Epoch 1964 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 6364.27 ms [2022-01-25 16:11:11 main:574] : INFO : Epoch 1965 | loss: 0.0311831 | val_loss: 0.0311908 | Time: 5964.16 ms [2022-01-25 16:11:17 main:574] : INFO : Epoch 1966 | loss: 0.0311801 | val_loss: 0.0311768 | Time: 5974.09 ms [2022-01-25 16:11:23 main:574] : INFO : Epoch 1967 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 6073.58 ms [2022-01-25 16:11:29 main:574] : INFO : Epoch 1968 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 6123.09 ms [2022-01-25 16:11:35 main:574] : INFO : Epoch 1969 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 5871.98 ms [2022-01-25 16:11:41 main:574] : INFO : Epoch 1970 | loss: 0.0311757 | val_loss: 0.0311899 | Time: 6098.7 ms [2022-01-25 16:11:47 main:574] : INFO : Epoch 1971 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 6042.47 ms [2022-01-25 16:11:53 main:574] : INFO : Epoch 1972 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 5885.33 ms [2022-01-25 16:11:59 main:574] : INFO : Epoch 1973 | loss: 0.0311812 | val_loss: 0.0311797 | Time: 6457.69 ms [2022-01-25 16:12:05 main:574] : INFO : Epoch 1974 | loss: 0.0311743 | val_loss: 0.0311766 | Time: 5930.81 ms [2022-01-25 16:12:11 main:574] : INFO : Epoch 1975 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 6195.03 ms [2022-01-25 16:12:18 main:574] : INFO : Epoch 1976 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 6218.12 ms [2022-01-25 16:12:24 main:574] : INFO : Epoch 1977 | loss: 0.0311704 | val_loss: 0.0311794 | Time: 6153.77 ms [2022-01-25 16:12:30 main:574] : INFO : Epoch 1978 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 5874.11 ms [2022-01-25 16:12:36 main:574] : INFO : Epoch 1979 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 5963.9 ms [2022-01-25 16:12:42 main:574] : INFO : Epoch 1980 | loss: 0.0311796 | val_loss: 0.0311959 | Time: 5795.02 ms [2022-01-25 16:12:48 main:574] : INFO : Epoch 1981 | loss: 0.0311823 | val_loss: 0.0311835 | Time: 6136.6 ms [2022-01-25 16:12:54 main:574] : INFO : Epoch 1982 | loss: 0.031173 | val_loss: 0.0311774 | Time: 6111.83 ms [2022-01-25 16:13:00 main:574] : INFO : Epoch 1983 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 6147.36 ms [2022-01-25 16:13:06 main:574] : INFO : Epoch 1984 | loss: 0.0311714 | val_loss: 0.0311915 | Time: 5999.63 ms [2022-01-25 16:13:12 main:574] : INFO : Epoch 1985 | loss: 0.031174 | val_loss: 0.0311776 | Time: 6076.32 ms [2022-01-25 16:13:18 main:574] : INFO : Epoch 1986 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 5926.6 ms [2022-01-25 16:13:24 main:574] : INFO : Epoch 1987 | loss: 0.031173 | val_loss: 0.0311832 | Time: 6220.25 ms [2022-01-25 16:13:31 main:574] : INFO : Epoch 1988 | loss: 0.0311711 | val_loss: 0.0311757 | Time: 6329.48 ms [2022-01-25 16:13:37 main:574] : INFO : Epoch 1989 | loss: 0.0311752 | val_loss: 0.0311965 | Time: 6073.73 ms [2022-01-25 16:13:43 main:574] : INFO : Epoch 1990 | loss: 0.0311791 | val_loss: 0.0311854 | Time: 5977.52 ms [2022-01-25 16:13:49 main:574] : INFO : Epoch 1991 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 6433.64 ms [2022-01-25 16:13:54 main:574] : INFO : Epoch 1992 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 5307.72 ms [2022-01-25 16:14:00 main:574] : INFO : Epoch 1993 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 5278.81 ms [2022-01-25 16:14:05 main:574] : INFO : Epoch 1994 | loss: 0.0311692 | val_loss: 0.0311737 | Time: 5705.4 ms [2022-01-25 16:14:11 main:574] : INFO : Epoch 1995 | loss: 0.0311671 | val_loss: 0.0311826 | Time: 5421.61 ms [2022-01-25 16:14:17 main:574] : INFO : Epoch 1996 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 5773.59 ms [2022-01-25 16:14:22 main:574] : INFO : Epoch 1997 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 5375.28 ms [2022-01-25 16:14:27 main:574] : INFO : Epoch 1998 | loss: 0.0311724 | val_loss: 0.0311862 | Time: 5432.19 ms [2022-01-25 16:14:33 main:574] : INFO : Epoch 1999 | loss: 0.0311818 | val_loss: 0.0311795 | Time: 5574.01 ms [2022-01-25 16:14:39 main:574] : INFO : Epoch 2000 | loss: 0.0311718 | val_loss: 0.031176 | Time: 5431.73 ms [2022-01-25 16:14:44 main:574] : INFO : Epoch 2001 | loss: 0.0311689 | val_loss: 0.0311803 | Time: 5624.25 ms [2022-01-25 16:14:51 main:574] : INFO : Epoch 2002 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 6117.85 ms [2022-01-25 16:14:56 main:574] : INFO : Epoch 2003 | loss: 0.0311681 | val_loss: 0.0311828 | Time: 5788.33 ms [2022-01-25 16:15:02 main:574] : INFO : Epoch 2004 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 5639.84 ms [2022-01-25 16:15:08 main:574] : INFO : Epoch 2005 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 5650.76 ms [2022-01-25 16:15:14 main:574] : INFO : Epoch 2006 | loss: 0.0311736 | val_loss: 0.0311743 | Time: 5773.49 ms [2022-01-25 16:15:19 main:574] : INFO : Epoch 2007 | loss: 0.0311699 | val_loss: 0.0311752 | Time: 5269.95 ms [2022-01-25 16:15:24 main:574] : INFO : Epoch 2008 | loss: 0.031172 | val_loss: 0.0311763 | Time: 5179.63 ms [2022-01-25 16:15:29 main:574] : INFO : Epoch 2009 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 5138.6 ms [2022-01-25 16:15:35 main:574] : INFO : Epoch 2010 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 5253.02 ms [2022-01-25 16:15:40 main:574] : INFO : Epoch 2011 | loss: 0.0311706 | val_loss: 0.0311949 | Time: 5293.93 ms [2022-01-25 16:15:46 main:574] : INFO : Epoch 2012 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 5704.78 ms [2022-01-25 16:15:51 main:574] : INFO : Epoch 2013 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 5113.38 ms [2022-01-25 16:15:56 main:574] : INFO : Epoch 2014 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 4975.11 ms [2022-01-25 16:16:01 main:574] : INFO : Epoch 2015 | loss: 0.0311703 | val_loss: 0.0311894 | Time: 5063.35 ms [2022-01-25 16:16:06 main:574] : INFO : Epoch 2016 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 5289.32 ms [2022-01-25 16:16:12 main:574] : INFO : Epoch 2017 | loss: 0.0311709 | val_loss: 0.0311875 | Time: 5626.07 ms [2022-01-25 16:16:17 main:574] : INFO : Epoch 2018 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 5271.42 ms [2022-01-25 16:16:23 main:574] : INFO : Epoch 2019 | loss: 0.0311846 | val_loss: 0.0311818 | Time: 5527.04 ms [2022-01-25 16:16:29 main:574] : INFO : Epoch 2020 | loss: 0.0311812 | val_loss: 0.0311919 | Time: 5943.04 ms [2022-01-25 16:16:34 main:574] : INFO : Epoch 2021 | loss: 0.0311813 | val_loss: 0.0311763 | Time: 5638.26 ms [2022-01-25 16:16:40 main:574] : INFO : Epoch 2022 | loss: 0.0311822 | val_loss: 0.0311898 | Time: 5581.3 ms [2022-01-25 16:16:45 main:574] : INFO : Epoch 2023 | loss: 0.031192 | val_loss: 0.0311895 | Time: 4990.4 ms [2022-01-25 16:16:50 main:574] : INFO : Epoch 2024 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 4999.71 ms [2022-01-25 16:16:56 main:574] : INFO : Epoch 2025 | loss: 0.0311751 | val_loss: 0.0312026 | Time: 5558.55 ms [2022-01-25 16:17:01 main:574] : INFO : Epoch 2026 | loss: 0.0311784 | val_loss: 0.0311782 | Time: 5462.42 ms [2022-01-25 16:17:06 main:574] : INFO : Epoch 2027 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 5252.16 ms [2022-01-25 16:17:12 main:574] : INFO : Epoch 2028 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 5233.36 ms [2022-01-25 16:17:17 main:574] : INFO : Epoch 2029 | loss: 0.031172 | val_loss: 0.0311751 | Time: 5061.38 ms [2022-01-25 16:17:22 main:574] : INFO : Epoch 2030 | loss: 0.0311736 | val_loss: 0.0311926 | Time: 4892.28 ms [2022-01-25 16:17:27 main:574] : INFO : Epoch 2031 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 5438.12 ms [2022-01-25 16:17:32 main:574] : INFO : Epoch 2032 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 5091.16 ms [2022-01-25 16:17:37 main:574] : INFO : Epoch 2033 | loss: 0.0311688 | val_loss: 0.031184 | Time: 5246.79 ms [2022-01-25 16:17:43 main:574] : INFO : Epoch 2034 | loss: 0.0311712 | val_loss: 0.0311956 | Time: 5339.96 ms [2022-01-25 16:17:48 main:574] : INFO : Epoch 2035 | loss: 0.0311715 | val_loss: 0.031182 | Time: 5455.45 ms [2022-01-25 16:17:53 main:574] : INFO : Epoch 2036 | loss: 0.0311748 | val_loss: 0.0311873 | Time: 4851.63 ms [2022-01-25 16:17:58 main:574] : INFO : Epoch 2037 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 5142.49 ms [2022-01-25 16:18:04 main:574] : INFO : Epoch 2038 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 5538.74 ms [2022-01-25 16:18:09 main:574] : INFO : Epoch 2039 | loss: 0.031167 | val_loss: 0.0311776 | Time: 5266.3 ms [2022-01-25 16:18:15 main:574] : INFO : Epoch 2040 | loss: 0.0311666 | val_loss: 0.0311842 | Time: 5601.64 ms [2022-01-25 16:18:20 main:574] : INFO : Epoch 2041 | loss: 0.0311665 | val_loss: 0.0311833 | Time: 5155.18 ms [2022-01-25 16:18:25 main:574] : INFO : Epoch 2042 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 5480.15 ms [2022-01-25 16:18:30 main:574] : INFO : Epoch 2043 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 4947.98 ms [2022-01-25 16:18:35 main:574] : INFO : Epoch 2044 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 5130.37 ms [2022-01-25 16:18:41 main:574] : INFO : Epoch 2045 | loss: 0.031167 | val_loss: 0.0311789 | Time: 5469.24 ms [2022-01-25 16:18:46 main:574] : INFO : Epoch 2046 | loss: 0.0311637 | val_loss: 0.0311788 | Time: 5334.41 ms [2022-01-25 16:18:52 main:574] : INFO : Epoch 2047 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 5758.11 ms [2022-01-25 16:18:57 main:574] : INFO : Epoch 2048 | loss: 0.0311651 | val_loss: 0.0311927 | Time: 5286.9 ms [2022-01-25 16:18:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311927 [2022-01-25 16:18:57 main:603] : INFO : Saving end state to config to file [2022-01-25 16:18:57 main:608] : INFO : Success, exiting.. 16:18:57 (10976): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)